Artificial Intelligence (AI) MCQs - Part 5 | TechSpark AI

 

 Artificial Intelligence (AI) MCQs | TechSpark AI

(Part 5)

1. Which of the following best describes general AI?

   a) AI systems that can only perform specific tasks  
   b) AI systems that can perform any intellectual task a human can do  
   c) AI systems that only work in the cloud  
   d) AI systems that require human supervision  

2. What is the main challenge of natural language processing (NLP)?

   a) Generating large datasets  
   b) Understanding context and ambiguity in human language  
   c) Increasing processing speed  
   d) Creating neural networks  

3. Which AI model is most suitable for sequential data analysis?

   a) Convolutional neural networks (CNNs)  
   b) Recurrent neural networks (RNNs)  
   c) Decision trees  
   d) Support vector machines (SVMs)  

4. What is a significant concern regarding AI and employment?

   a) AI will create too many new jobs  
   b) AI could replace certain human jobs  
   c) AI will slow down economic growth  
   d) AI will reduce the need for education  

5. What does a support vector machine (SVM) do in machine learning?

   a) It clusters data into different groups  
   b) It classifies data by finding the best boundary  
   c) It reduces the dimensionality of data  
   d) It generates new data points  

6. Which of the following is not a common use of AI in the automotive industry?

   a) Autonomous driving  
   b) Predictive maintenance  
   c) Vehicle assembly  
   d) Automatic toll collection  

7. What is the purpose of using genetic algorithms in AI?

   a) To solve optimization problems  
   b) To classify data into categories  
   c) To simulate neural activity  
   d) To generate human-like speech  

8. What is a major limitation of current AI systems?

   a) Lack of computing power  
   b) Inability to understand abstract concepts  
   c) High energy consumption  
   d) Limited storage capacity  

9. Which AI concept involves learning from past experiences to improve future performance?

   a) Transfer learning  
   b) Reinforcement learning  
   c) Unsupervised learning  
   d) Meta-learning  

10. What is the ultimate goal of artificial general intelligence (AGI)?

   a) To outperform humans in every intellectual task  
   b) To perform specific tasks better than humans  
   c) To understand and generate human language  
   d) To solve complex problems in specific domains